deeplearning, Twitter, 12/25/2019 6:39:59 AM, 219557


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deeplearning_2019-12-24_19-27-02.xlsx
deeplearning_2019-12-24_19-27-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 25, 2019
Short Description:
deeplearning via NodeXL http://bit.ly/35VOEUy
@clairebotai
@ronald_vanloon
@thecuriousluke
@spirosmargaris
@ipfconline1
@mikequindazzi
@fisher85m
@kirkdborne
@marcusborba
@itknowingness

Top hashtags:
#deeplearning
#ai
#machinelearning
#artificialintelligence

Description:
Description
The graph represents a network of 2,510 Twitter users whose tweets in the requested range contained "deeplearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 25 December 2019 at 03:27 UTC.

The requested start date was Wednesday, 25 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 5-hour, 36-minute period from Monday, 23 December 2019 at 19:24 UTC to Wednesday, 25 December 2019 at 01:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 2510
Unique Edges : 4653
Edges With Duplicates : 2843
Total Edges : 7496
Number of Edge Types : 4
Tweet : 1593
Mentions : 915
MentionsInRetweet : 4961
Replies to : 27
Self-Loops : 1593
Reciprocated Vertex Pair Ratio : 0.00936914428482199
Reciprocated Edge Ratio : 0.0185643564356436
Connected Components : 312
Single-Vertex Connected Components : 204
Maximum Vertices in a Connected Component : 1966
Maximum Edges in a Connected Component : 6833
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.961776
Graph Density : 0.00076981829557021
Modularity : 0.47975
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,510 Twitter users whose tweets in the requested range contained "deeplearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 25 December 2019 at 03:27 UTC.

The requested start date was Wednesday, 25 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 5-hour, 36-minute period from Monday, 23 December 2019 at 19:24 UTC to Wednesday, 25 December 2019 at 01:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : deeplearning
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[219] https://twinybots.ch/
[37] https://www.datasciencecentral.com/profiles/blogs/deep-learning-explainability-hints-from-physics-1
[33] https://autome.me/ai-2020-10-predictions-by-the-big-names-in-tech/
[29] https://blog.datascienceheroes.com/spam-detection-using-fastai-ulmfit-part-1-language-model/
[28] http://www.globalbigdataconference.com/news/144781/cmswires-top-10-ai-and-machine-learning-articles-of-2019.html
[28] https://www.manning.com/?a_aid=r51&chan=tw
[27] http://manning.com/?a_aid=r51&chan=tw
[23] https://shinyorke.hatenablog.com/entry/python2020
[21] https://www.forbes.com/sites/robtoews/2019/12/23/7-classic-books-to-deepen-your-understanding-of-artificial-intelligence/#18b2cf6b1f6b
[21] https://qiita.com/dcm_hattori/items/fbe5750111de7e4484ea

Top URLs in Tweet in G1:
[23] https://autome.me/ai-2020-10-predictions-by-the-big-names-in-tech/
[19] https://www.datasciencecentral.com/profiles/blogs/deep-learning-explainability-hints-from-physics-1
[16] https://twinybots.ch/
[14] https://www.forbes.com/sites/robtoews/2019/12/23/7-classic-books-to-deepen-your-understanding-of-artificial-intelligence/#18b2cf6b1f6b
[12] https://link.medium.com/alnezJzG0Y
[11] https://engage.bah.com/Article/Redirect/a5df83e1-7416-455a-b115-52db85ca4e4b?uc=30185&g=56c9c8e4-6013-47b4-a8d4-c332b254e82c&f=63220
[10] https://www.datasciencecentral.com/profiles/blogs/free-books-data-science-amp-ai
[10] https://www.forbes.com/sites/falonfatemi/2019/12/23/how-to-conquer-customer-churn-with-ai/#2ecef74f31b4
[10] https://medium.com/@Francesco_AI/ai-knowledge-map-how-to-classify-ai-technologies-6c073b969020
[9] https://rubikscode.net/2018/01/15/how-artificial-neural-networks-learn/

Top URLs in Tweet in G2:
[161] https://twinybots.ch/
[26] https://blog.datascienceheroes.com/spam-detection-using-fastai-ulmfit-part-1-language-model/
[23] https://shinyorke.hatenablog.com/entry/python2020
[18] https://qiita.com/dcm_hattori/items/fbe5750111de7e4484ea
[17] http://www.globalbigdataconference.com/news/144781/cmswires-top-10-ai-and-machine-learning-articles-of-2019.html
[17] https://medium.com/@torstenvolk/ai-priorities-for-2020-part-1-going-beyond-example-based-learning-ae84a20e7782
[13] http://www.globalbigdataconference.com/news/144780/amazon-makes-machine-learning-more-accessible-to-developers.html
[12] https://medium.com/@thomastracey/recognizing-traffic-signs-with-cnns-23a4ac66f7a7
[12] https://www.datasciencecentral.com/profiles/blogs/deep-learning-explainability-hints-from-physics-1
[12] https://medium.com/shoprunner/https-medium-com-shoprunner-evaluating-classification-models-3-cabb9660ea5b

Top URLs in Tweet in G3:
[19] https://www.engadget.com/2019/12/19/facebook-buys-cloud-gaming-playgiga/
[9] http://manning.com/?a_aid=r51&chan=tw
[6] https://www.aithority.com/guest-authors/how-is-artificial-intelligence-ai-changing-the-future-of-architecture/
[5] http://www.visualcapitalist.com/the-big-five-l
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219174
[4] https://www.techradar.com/news/microsoft-wants-to-end-reply-all-email-chains
[4] https://www.pwc.in/assets/pdfs/publications/2018/advance-artificial-intelligence-for-growth-leveraging-ai-and-robotics-for-india-s-economic-transformation.pdf
[3] https://erpinnews.com/cybersecurity-automation-yes-wherever-possible
[3] https://www.datasciencecentral.com/profiles/blogs/deep-learning-explainability-hints-from-physics-1
[3] https://gritdaily.com/injecting-artificial-intelligence-into-cannabis-cultivation/

Top URLs in Tweet in G4:
[8] https://vimeo.com/366245997?utm_content=buffer7a5f1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://deepai.org/publication/group-connected-multilayer-perceptron-networks
[4] https://www.forbes.com/sites/robtoews/2019/12/23/7-classic-books-to-deepen-your-understanding-of-artificial-intelligence/#18b2cf6b1f6b
[4] https://deepai.org/publication/high-resolution-millimeter-wave-imaging-for-self-driving-cars
[4] https://www.datasciencecentral.com/profiles/blogs/preparing-for-ai-driven-future-with-hybrid-cloud
[3] https://medium.com/beyondminds/an-introduction-to-super-resolution-using-deep-learning-f60aff9a499d?utm_content=110123376&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332
[3] https://www.jadirectives.com/best-r-programming-certifications-courses-training/
[3] https://www.kdnuggets.com/2019/12/ultimate-guide-model-retraining.html
[2] http://link.la-forge.ai/?url=https://www.nature.com/articles/s41551-019-0487-z&title=Detection+of+anaemia+from+retinal+fundus+images+via+deep+learning&image=https://media.springernature.com/m685/springer-static/image/art%253A10.1038%252Fs41551-019-0487-z/MediaObjects/41551_2019_487_Fig1_HTML.png
[2] http://www.kdnuggets.com/2017/05/machine-learning-overtaking-big-data.html

Top URLs in Tweet in G5:
[10] https://m.vk.com/id15800296
[8] https://twinybots.ch/
[7] https://techsocialnetwork.co.uk/2019/12/15/what-is-artificial-intelligence-anyway/
[6] https://ai-developments.blogspot.com/
[6] https://techsocialnetwork.co.uk/2019/11/18/hadoop-vs-spark-an-accurate-question/
[6] https://www.digitraxentertainment.com/?utm_source=Twitter&utm_medium=VidPost&utm_campaign=BrandAware&utm_term=ArtInt
[4] http://www.applied.ne.jp/pb/deep/index.html
[3] https://www.gizmodo.jp/2019/01/godfather-of-deeplearning-interview-us.html
[2] https://aijobs.com/
[2] https://citadeladvantage.blogspot.com/2019/11/what-happens-when-we-teach-computer-how.html?spref=tw

Top URLs in Tweet in G6:
[7] http://datahacker.rs/008-cnn-an-example-of-a-convolutional-neural-network/
[7] https://www.gigabitmagazine.com/ai/can-ai-restore-our-humanity
[6] http://www.couthon.com/jobs/chasseur-de-tetes-agent-de-carriere-cdi-paris/?utm_content=buffera3f4f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.independent.co.uk/life-style/gadgets-and-tech/news/elon-musk-ai-openai-microsoft-artificial-intelligence-funding-a9016736.html
[4] http://datahacker.rs/017-inception-network/
[4] http://datahacker.rs/014-cnn-residual-nets/
[4] https://customerthink.com/how-ai-will-transform-b2b-marketing-in-2020/
[4] https://twinybots.ch/
[3] http://datahacker.rs/building-inception-network/
[3] https://www.ey.com/en_us/advisory/how-ai-can-help-defense-organizations-become-smarter-simpler-and-stronger

Top URLs in Tweet in G7:
[23] https://www.manning.com/?a_aid=r51&chan=tw
[14] http://manning.com/?a_aid=r51&chan=tw
[7] https://www.manning.com/?a_aid=r51&chan=cs
[6] https://www.forbes.com/sites/gilpress/2019/12/18/99-extra-ai-predictions-for-2020/
[6] https://vinodsblog.com/2018/12/31/how-neural-network-algorithms-works-an-overview/
[4] https://www.forbes.com/sites/falonfatemi/2019/12/23/how-to-conquer-customer-churn-with-ai/
[3] https://www.forbes.com/sites/forbestechcouncil/2019/12/20/what-businesses-need-to-know-about-artificial-intelligence-now/
[3] https://www.youtube.com/watch?v=f4gRVhSIfFM&feature=youtu.be

[2] https://www.economist.com/open-future/2019/12/18/dont-trust-ai-until-we-build-systems-that-earn-trust
[2] https://towardsdatascience.com/neural-architecture-search-limitations-and-extensions-8141bec7681f

Top URLs in Tweet in G8:
[14] https://cloud.google.com/blog/products/ai-machine-learning/how-20th-century-fox-uses-ml-to-predict-a-movie-audience
[3] https://engage.bah.com/Article/Redirect/a5df83e1-7416-455a-b115-52db85ca4e4b?uc=30185&g=56c9c8e4-6013-47b4-a8d4-c332b254e82c&f=63220
[3] https://venturebeat.com/2019/12/23/ai-year-in-review-opportunities-grow-but-ethics-loom-large/
[3] https://www.7wdata.be/event/world-wide-data-vault-consoritum/?utm_source=Twitter&utm_medium=Yves+Mulkers+%5Btwitter%5D-Wall&utm_campaign=202:+Events+Affiliate+Promos+twitter
[2] https://www.kdnuggets.com/2019/12/ultimate-guide-model-retraining.html
[2] https://neurovenge.antonomase.fr/
[2] https://www.forbes.com/sites/gilpress/2019/11/22/top-artificial-intelligence-ai-predictions-for-2020-from-idc-and-forrester/#3968d28e315a
[2] https://www.datascienceweekly.org
[2] https://www.technologyreview.com/f/614774/this-is-how-facebooks-ai-looks-for-bad-stuff/
[1] https://www.datasciencecentral.com/profiles/blogs/how-to-build-a-deep-learning-model-in-15-minutes

Top URLs in Tweet in G9:
[8] https://www.forbes.com/sites/forbestechcouncil/2019/12/23/13-ways-edge-computing-can-benefit-businesses/#962f9e239a8c
[2] https://www.youtube.com/watch?v=t7CK_wlxT54&feature=youtu.be

[2] https://medium.com/p/where-is-artificial-intelligence-used-today-3fd076d15b68
[2] https://www.theverge.com/2019/11/13/20961788/us-government-ai-copyright-patent-trademark-office-notice-artificial-intelligence
[1] https://twitter.com/i/web/status/1202960458291957760
[1] https://gist.github.com/akashpalrecha/4652e98c9b2f3f1961637be001dc0239
[1] https://twitter.com/i/web/status/1209226680319070208
[1] https://twitter.com/i/web/status/1209589314746753024
[1] https://twitter.com/i/web/status/1209407951372476416

Top URLs in Tweet in G10:
[26] https://twinybots.ch/
[5] http://www.globalbigdataconference.com/news/144780/amazon-makes-machine-learning-more-accessible-to-developers.html
[4] http://www.globalbigdataconference.com/news/144781/cmswires-top-10-ai-and-machine-learning-articles-of-2019.html
[4] https://bair.berkeley.edu/blog/2019/12/05/bear/
[3] https://analyticsindiamag.com/best-machine-learning-papers-2019-nips-icml-ai/?utm_source=contentstudio.io&utm_medium=referral
[3] https://medium.com/shoprunner/https-medium-com-shoprunner-evaluating-classification-models-3-cabb9660ea5b
[3] http://www.fast.ai/
[3] https://into.ai/blog/news-stories/sonar-is-the-central-hub-for-freight-market-analytics-and-forecasts-how-did-sonar-become-so/
[2] https://medium.com/@torstenvolk/ai-priorities-for-2020-part-1-going-beyond-example-based-learning-ae84a20e7782
[2] https://github.com/iamtrask/Grokking-Deep-Learning

Top Domains
Top Domains in Tweet in Entire Graph:
[1194] twitter.com
[219] twinybots.ch
[162] medium.com
[148] forbes.com
[89] datasciencecentral.com
[78] deepai.org
[65] manning.com
[62] globalbigdataconference.com
[62] into.ai
[54] paper.li

Top Domains in Tweet in G1:
[115] twitter.com
[50] datasciencecentral.com
[44] medium.com
[44] forbes.com
[28] autome.me
[17] venturebeat.com
[16] bah.com
[16] twinybots.ch
[11] opendatascience.com
[10] analyticsindiamag.com

Top Domains in Tweet in G2:
[212] twitter.com
[161] twinybots.ch
[65] medium.com
[46] fiverr.com
[38] globalbigdataconference.com
[32] forbes.com
[26] datascienceheroes.com
[23] hatenablog.com
[19] analyticsindiamag.com
[18] qiita.com

Top Domains in Tweet in G3:
[168] twitter.com
[20] forbes.com
[19] engadget.com
[12] techradar.com
[12] morioh.com
[11] manning.com
[10] visualcapitalist.com
[10] threatshub.org
[9] erpinnews.com
[9] medium.com

Top Domains in Tweet in G4:
[33] twitter.com
[15] deepai.org
[12] kdnuggets.com
[8] vimeo.com
[8] forbes.com
[7] datasciencecentral.com
[7] datahacker.rs
[6] medium.com
[5] jadirectives.com
[3] analyticsindiamag.com

Top Domains in Tweet in G5:
[195] twitter.com
[13] co.uk
[10] vk.com
[10] wordpress.com
[9] blogspot.com
[9] ne.jp
[9] medium.com
[8] twinybots.ch
[7] paper.li
[7] plow.io

Top Domains in Tweet in G6:
[177] twitter.com
[27] datahacker.rs
[18] t.co
[8] medium.com
[7] gigabitmagazine.com
[6] couthon.com
[5] co.uk
[5] zdnet.com
[4] linkedin.com
[4] customerthink.com

Top Domains in Tweet in G7:
[44] manning.com
[43] twitter.com
[15] forbes.com
[6] vinodsblog.com
[5] ne.jp
[4] youtube.com
[3] fiverr.com
[2] economist.com
[2] towardsdatascience.com
[2] datasciencecentral.com

Top Domains in Tweet in G8:
[18] twitter.com
[14] google.com
[4] bah.com
[3] kdnuggets.com
[3] venturebeat.com
[3] 7wdata.be
[2] datasciencecentral.com
[2] medium.com
[2] antonomase.fr
[2] forbes.com

Top Domains in Tweet in G9:
[8] forbes.com
[4] twitter.com
[2] youtube.com
[2] medium.com
[2] theverge.com
[1] github.com

Top Domains in Tweet in G10:
[87] twitter.com
[57] into.ai
[26] twinybots.ch
[13] globalbigdataconference.com
[8] medium.com
[6] fast.ai
[4] analyticsindiamag.com
[4] linkedin.com
[4] berkeley.edu
[4] dy.si

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2586] deeplearning
[2358] ai
[1368] machinelearning
[926] artificialintelligence
[664] datascience
[547] bigdata
[455] iot
[441] ml
[274] neuralnetworks
[249] robotics



Top Hashtags in Tweet in G1:
[504] ai
[361] deeplearning
[327] machinelearning
[189] artificialintelligence
[112] fintech
[101] datascience
[91] ml
[89] bigdata
[42] neuralnetworks
[40] tech

Top Hashtags in Tweet in G2:
[753] deeplearning
[470] ai
[245] machinelearning
[157] makeinglandscape
[157] nowlearning
[157] 人工知能
[157] gan
[139] artificialintelligence
[98] datascience
[95] neuralnetworks

Top Hashtags in Tweet in G3:
[350] ai
[318] deeplearning
[200] iot
[175] machinelearning
[142] datascience
[142] bigdata
[97] ml
[93] innovation
[88] artificialintelligence
[78] robotics

Top Hashtags in Tweet in G4:
[224] artificialintelligence
[146] ai
[132] efarm
[101] deeplearning
[57] machinelearning
[47] ml
[38] dl
[28] datascience
[28] robot
[27] mi

Top Hashtags in Tweet in G5:
[139] deeplearning
[74] ai
[40] machinelearning
[29] artificialintelligence
[18] bigdata
[12] ml
[10] python
[10] cloudsecurity
[10] crowdfunding
[10] photography

Top Hashtags in Tweet in G6:
[364] ai
[254] deeplearning
[179] machinelearning
[131] artificialintelligence
[83] ml
[69] quantummechanics
[66] iot
[64] robotics
[55] datascience
[45] tech

Top Hashtags in Tweet in G7:
[92] datascience
[91] ai
[75] bigdata
[70] deeplearning
[69] machinelearning
[68] analytics
[60] python
[44] docker
[44] haskell
[43] iot

Top Hashtags in Tweet in G8:
[111] ai
[64] datascience
[56] bigdata
[50] analytics
[48] deeplearning
[48] cloud
[48] automation
[47] autonomouscars
[47] smm
[22] machinelearning

Top Hashtags in Tweet in G9:
[10] deeplearning
[10] machinelearning
[9] ai
[8] edgecomputing
[8] businesses
[8] startups
[8] augmentedreality
[8] entrepreneurs
[5] ml
[4] artificialintelligence

Top Hashtags in Tweet in G10:
[212] deeplearning
[82] ai
[79] machinelearning
[58] datascience
[51] intoainews
[39] analytics
[19] bigdata
[15] artificialintelligence
[13] neuralnetworks
[9] ml

Top Words
Top Words in Tweet in Entire Graph:
[2281] Words in Sentiment List#1: Positive
[881] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[75884] Non-categorized Words
[79046] Total Words
[2586] #deeplearning
[2358] #ai
[1368] #machinelearning
[926] #artificialintelligence
[664] #datascience

Top Words in Tweet in G1:
[504] #ai
[361] #deeplearning
[327] #machinelearning
[189] #artificialintelligence
[119] ipfconline1
[112] #fintech
[101] #datascience
[94] spirosmargaris
[91] #ml
[89] #bigdata

Top Words in Tweet in G2:
[753] #deeplearning
[470] #ai
[245] #machinelearning
[200] learning
[177] ai
[157] aiで風景を作る
[157] iteration
[157] epoch
[157] #makeinglandscape
[157] #nowlearning

Top Words in Tweet in G3:
[350] #ai
[318] #deeplearning
[200] #iot
[175] #machinelearning
[161] mikequindazzi
[146] fisher85m
[142] #datascience
[142] #bigdata
[97] #ml
[96] gt

Top Words in Tweet in G4:
[224] #artificialintelligence
[208] ronald_vanloon
[146] #ai
[138] wef
[137] 95
[133] uses
[132] extraordinary
[132] #efarm
[132] less
[132] traditional

Top Words in Tweet in G5:
[139] #deeplearning
[74] #ai
[54] learning
[40] #machinelearning
[33] deep
[31] ai
[29] #artificialintelligence
[20] artificial
[18] intelligence
[18] machine

Top Words in Tweet in G6:
[364] #ai
[254] #deeplearning
[179] #machinelearning
[131] #artificialintelligence
[88] gt
[88] video
[83] #ml
[69] #quantummechanics
[66] #iot
[64] #robotics

Top Words in Tweet in G7:
[92] #datascience
[91] #ai
[75] #bigdata
[70] #deeplearning
[69] #machinelearning
[68] #analytics
[60] #python
[57] gp_pulipaka
[44] 50
[44] manningbooks

Top Words in Tweet in G8:
[111] #ai
[64] #datascience
[56] #bigdata
[55] marcusborba
[53] come
[51] 10
[50] #analytics
[48] #deeplearning
[48] #cloud
[48] #automation

Top Words in Tweet in G9:
[50] created
[50] notebook
[50] attempts
[50] clear
[50] confusion
[50] matplotlib
[50] figures
[50] subplots
[50] axes
[49] akashpalrecha98

Top Words in Tweet in G10:
[212] #deeplearning
[82] #ai
[79] #machinelearning
[70] learning
[58] #datascience
[58] deep
[51] #intoainews
[39] #analytics
[38] ai
[29] market

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[442] #machinelearning,#deeplearning
[363] deep,learning
[318] artificial,intelligence
[289] #ai,#machinelearning
[218] #ai,#deeplearning
[172] machine,learning
[169] #ai,#artificialintelligence
[166] gt,gt
[160] #bigdata,#analytics
[158] #deeplearning,#machinelearning

Top Word Pairs in Tweet in G1:
[155] #machinelearning,#deeplearning
[75] #ai,#machinelearning
[69] artificial,intelligence
[54] #artificialintelligence,#machinelearning
[50] #ai,#artificialintelligence
[46] #fintech,#ai
[45] #ai,#ml
[34] deep,learning
[33] gt,gt
[27] ipfconline1,#ai

Top Word Pairs in Tweet in G2:
[157] aiで風景を作る,iteration
[157] iteration,epoch
[157] #makeinglandscape,#nowlearning
[157] #nowlearning,#ai
[157] #ai,#人工知能
[157] #人工知能,#deeplearning
[157] #deeplearning,#gan
[93] deep,learning
[75] machine,learning
[70] #deeplearning,#ai

Top Word Pairs in Tweet in G3:
[99] #deeplearning,#iot
[74] #ai,#deeplearning
[73] artificial,intelligence
[67] #ai,#datascience
[60] gt,gt
[56] #datascience,#innovation
[55] #ml,#robotics
[55] #robotics,#neuralnetworks
[55] #hcm,#hrtech
[55] #hrtech,#futureofhr

Top Word Pairs in Tweet in G4:
[132] #efarm,uses
[132] uses,95
[132] 95,less
[132] less,traditional
[132] wef,#artificialintelligence
[131] extraordinary,vertical
[131] vertical,#efarm
[131] traditional,farm
[131] farm,wef
[120] ronald_vanloon,extraordinary

Top Word Pairs in Tweet in G5:
[27] deep,learning
[17] machine,learning
[16] artificial,intelligence
[13] #ai,#deeplearning
[10] #deeplearning,#machinelearning
[10] #ai,#artificialintelligence
[10] #deeplearning,#cloudsecurity
[10] #cloudsecurity,#crowdfunding
[10] #crowdfunding,#photography
[10] #photography,#pets

Top Word Pairs in Tweet in G6:
[69] #deeplearning,#quantummechanics
[49] #robotics,#ai
[48] gt,gt
[48] #ai,#iot
[40] deep,learning
[40] #ai,#artificialintelligence
[37] video,#ai
[37] #ai,end
[37] end,#deeplearning
[37] #deeplearning,#deeplearning

Top Word Pairs in Tweet in G7:
[62] #bigdata,#analytics
[62] #analytics,#datascience
[49] #ai,#machinelearning
[48] #datascience,#ai
[44] #docker,#haskell
[42] #haskell,#csharp
[33] #iot,#iiot
[33] #iiot,#pytorch
[30] #csharp,#python
[28] 50,everything

Top Word Pairs in Tweet in G8:
[48] #bigdata,#analytics
[47] 10,jobs
[47] jobs,come
[47] come,recent
[47] recent,years
[47] years,#ai
[47] #ai,#autonomouscars
[47] #autonomouscars,#smm
[47] #smm,#cloud
[47] #cloud,#bigdata

Top Word Pairs in Tweet in G9:
[50] created,notebook
[50] notebook,attempts
[50] attempts,clear
[50] clear,confusion
[50] confusion,matplotlib
[50] matplotlib,figures
[50] figures,subplots
[50] subplots,axes
[49] akashpalrecha98,created
[8] 13,ways

Top Word Pairs in Tweet in G10:
[51] #deeplearning,#intoainews
[50] deep,learning
[47] #machinelearning,#deeplearning
[46] #ai,#machinelearning
[38] #datascience,#ai
[37] #deeplearning,#analytics
[27] artificial,intelligence
[14] learning,#deeplearning
[10] machine,learning
[10] ai,cnn

Top Replied-To
Top Replied-To in Entire Graph:
@tyrell_turing
@montreal_ai
@hubreports
@lembarquemedia
@dgolumbia
@amazon
@automeme
@un1crom
@markccrowley
@saraasolla

Top Replied-To in G1:
@automeme
@markccrowley
@rufflesturkiye
@marialves53
@automationanywh
@ahvalpod

Top Replied-To in G2:
@lembarquemedia
@tyrell_turing
@montreal_ai
@un1crom
@usinenouvelle
@laforge_ai

Top Replied-To in G3:
@claire_harris82
@social_molly
@zinghr

Top Replied-To in G4:
@theeconomist

Top Replied-To in G10:
@amazon

Top Mentioned
Top Mentioned in Entire Graph:
@ronald_vanloon
@mikequindazzi
@ipfconline1
@wef
@fisher85m
@spirosmargaris
@deep_in_depth
@kirkdborne
@ravikikan
@gp_pulipaka

Top Mentioned in G1:
@ipfconline1
@spirosmargaris
@kirkdborne
@automeme
@deeplearn007
@enricomolinari
@ronald_vanloon
@f
@mikequindazzi
@maxjcm

Top Mentioned in G2:
@deep_in_depth
@ai_m_lab
@tiernanraytech
@iainljbrown
@ipfconline1
@hacksdev
@developer_front
@raamana_
@ideasrapidas
@pabloc_ds

Top Mentioned in G3:
@mikequindazzi
@fisher85m
@ravikikan
@zinghr
@antgrasso
@ronald_vanloon
@24kmedia
@pwc
@emmaquindazzi
@harry_robots

Top Mentioned in G4:
@ronald_vanloon
@wef
@nowthisnews
@deep_in_depth
@intengineer
@ganeshatkale
@davorjord
@davidpraisekalu
@schmarzo
@spirosmargaris

Top Mentioned in G5:
@icloudseven
@talhealthcare
@whats_ai
@radiology_rsna
@pluto7_services
@the_academy_bot

Top Mentioned in G6:
@davorjord
@davidpraisekalu
@mikequindazzi
@admobilize
@bojanavukov
@cmtcameramodule
@deep_in_depth
@towards_ai
@ai_scientist
@guidaautonoma

Top Mentioned in G7:
@gp_pulipaka
@manningbooks
@jrlarsen
@richardeudes
@cmtcameramodule
@datascientistsf
@cs_savings
@tdatascience
@datasciencefr
@kirkdborne

Top Mentioned in G8:
@marcusborba
@miketamir
@deep_in_depth
@mijarral
@startup_nerd
@kirkdborne
@biconnections
@meheller
@yvesmulkers
@ganeshatkale

Top Mentioned in G9:
@matplotlib
@akashpalrecha98
@startups_tips
@techopcode
@raamana_
@sentiencelab
@shivamkotwalia
@ai_scientist

Top Mentioned in G10:
@datascience__
@into_ai
@ds_analytics
@andrewyng
@nordicinst
@protr_actor
@amruthasuri
@kirkdborne
@andnlp
@iainljbrown

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@alllibertynews
@javascriptd
@cyberdomain
@deejayiwan
@evankirstel
@chidambara09
@techl0g
@aaroncuddeback
@clairebotai

Top Tweeters in G1:
@ottlegalrebels
@marialves53
@billnigh
@iam__network
@marshacollier
@nytimes
@johnapp63499667
@nicochan33
@akwyz
@washingtonpost

Top Tweeters in G2:
@javascriptd
@cyberdomain
@aaroncuddeback
@clairebotai
@itknowingness
@rvp
@richsimmondsza
@_329_
@nancyrubin
@thmda

Top Tweeters in G3:
@sectest9
@deejayiwan
@evankirstel
@chidambara09
@cybersec_feeds
@calcaware
@entwistletx
@fareedaasf
@grattongirl
@machinelearn_d

Top Tweeters in G4:
@alllibertynews
@realblack212
@swissbusiness
@lelkan
@data_nerd
@timothy_hughes
@kuriharan
@evaduranramos
@jacobussystems
@justmemarie2

Top Tweeters in G5:
@danielocl
@adriansysnet
@7wdata
@missionaryjapan
@stanleyepstein
@si_applied
@ququgaga2
@jshuey
@semigleich
@dd_fafa_

Top Tweeters in G6:
@techl0g
@mashable
@fortunemagazine
@restlesspundit
@justbementalist
@startzai
@realdlhughley
@wboricua98
@startupbulletin
@vakehelfa

Top Tweeters in G7:
@100xcode
@phoenixgyaan
@dill_bot
@abdoul_official
@toptechin2019
@cool_golang
@_reactdev
@gdorn1
@ap_taniguchi
@wynandbooysen

Top Tweeters in G8:
@gmizrachi
@fintechna
@biconnections
@pepeclavijoa
@yvesmulkers
@albertan48
@startup_nerd
@eklaus
@itjobcafealerts
@scoshield

Top Tweeters in G9:
@ayirpelle
@renato_umeton
@industryai
@techopcode
@hailaioverlords
@_yayan24
@edhenry_
@omair28khan
@_better2know_
@idhamananta

Top Tweeters in G10:
@kotaknaren
@into_ai
@ham_gretsky
@datascience__
@smartecocity
@amruthasuri
@aetoswire
@wiomax_va
@adaptivetoolbox
@eintsein1980